Review runtime, framework and certificate updates, with branch-specific patch baselines, exposure conditions, temporary mitigations and production verification.
Read the perspective Recent updates address Brotli, TLS, server frameworks and supply-chain risks. Prioritize exposed services, rebuild deployments and verify running instances.
Separate impersonation risk, legitimate certificate migration, and overlooked application trust stores, then update and verify each path.
Both PHP engine vulnerabilities need fixes. Review runtime upgrades, replacement of old workers, and verification through real Web requests.
eMudhra intermediate CA compromise: impact and remediation guide
Assess affected trust paths and update operating systems, browsers, runtimes, and containers, with checks for the actual certificate validator.
PHP2Shell: causes and remediation guide
Understand PHP2Shell lifecycle flaws, runtime upgrades, temporary mitigations, patch selection, and verification through the live Web request path.
Glass box, not black box: why regulated teams should demand the controls
Our position on why production AI in sensitive workflows needs visible evaluation thresholds, guardrails, and a human-review trail — not just convincing output.
Eval thresholds as a release gate, not a dashboard
Why we treat evaluation scores as a hard gate on shipping — and what changes when the whole team can see them.
What “human-in-the-loop” actually has to mean in production
The difference between a review checkbox and a reviewer who can stop a release — and how to design for the latter.